import requests
import plotly.express as px

# 执行API调用并查看响应
url = 'https://api.github.com/search/repositories'
url += '?q=language:python+sort:stars+stars:>10000'

headers = {"Accept":"application/vnd.github.v3+json"}
r = requests.get(url,headers=headers)
print(f"Status Code:{r.status_code}")

# 处理结果
response_dict = r.json()
print(f"Complete results:{not response_dict['incomplete_results']}")

# 探索有关仓库的信息
repo_dicts = response_dict['items']
repo_links, stars, hover_texts = [], [], []

for repo_dict in repo_dicts:
    # 将仓库名转换为链接
    repo_name = repo_dict['name']
    repo_url = repo_dict['html_url']
    repo_link = f"<a href='{repo_url}'>{repo_name}</a>"
    repo_links.append(repo_link)

    stars.append(repo_dict['stargazers_count'])

    # 创建悬停文本
    owner = repo_dict['owner']['login']
    description = repo_dict['description']
    hover_text = f"{owner}<br />{description}"
    hover_texts.append(hover_text)

# 可视化
title = 'Most-starred Python Projects on GitHub'
labels = {'x':'Repository','y':'Stars'}
fig = px.bar(x=repo_links,y=stars,title=title,labels=labels,
             hover_name = hover_texts)

fig.update_layout(title_font_size=28,xaxis_title_font_size=20,
                  yaxis_title_font_size=20)

fig.update_traces(marker_color = 'SteelBlue',marker_opacity=0.6)

fig.show()
